Pith Number

pith:ONIUWYII

pith:2024:ONIUWYIIIRX4ANLPD4UK3UEWEK

not attested not anchored not stored refs pending

A multimodal LLM for the non-invasive decoding of spoken text from brain recordings

Amal El Fallah Seghrouchni, Ismail Chihab, Lahoucine Kdouri, Youssef Hmamouche

arxiv:2409.19710 v1 · 2024-09-29 · q-bio.NC · cs.CL · cs.LG · cs.SD · eess.AS · eess.SP · q-bio.QM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ONIUWYIIIRX4ANLPD4UK3UEWEK}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

MindAlign: Decoding Inner Speech from fMRI Signals via Multimodal Embedding Alignment under Limited Data

Receipt and verification

First computed	2026-07-05T09:13:39.165355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73514b6108446fc0356f1f28add09622bdbb6e351ab25fb11186a1680bdffd55

Aliases

arxiv: 2409.19710 · arxiv_version: 2409.19710v1 · doi: 10.48550/arxiv.2409.19710 · pith_short_12: ONIUWYIIIRX4 · pith_short_16: ONIUWYIIIRX4ANLP · pith_short_8: ONIUWYII

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ONIUWYIIIRX4ANLPD4UK3UEWEK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 73514b6108446fc0356f1f28add09622bdbb6e351ab25fb11186a1680bdffd55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29a03471ce26364360ce2101629e1520a8dba9e3dc93db42afcd30dd6941514f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD",
      "eess.AS",
      "eess.SP",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2024-09-29T14:03:39Z",
    "title_canon_sha256": "27300d9297ffda4f38bde55a8b35d3727ada77c9c89df73dfe7711ea1ecf2d78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19710",
    "kind": "arxiv",
    "version": 1
  }
}